July 2001
Intermediate to advanced
576 pages
27h 16m
English
Content preview from Creative Evolutionary Systems
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18 The Genetic Algorithm As a Discovery Engine: Strange Circuits and New Principles
462 ........................ ~
18.5
v. .o
FINGERPRINTING AND PRINCIPLE EXTRACTION
There are many types of principles that potentially might be extracted from a da-
tabase of genotypes of evolved circuits. In Figure 18.1 we saw that after the stage
of collecting evolved data, we are faced with a problem of data mining. The ex-
traction of knowledge from a large collection of evolved data is a little like trying
to identify which genes (in terms of base sequences of DNA) are responsible for
particular inherited characteristics. It is not an ...
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